Prosecution Insights
Last updated: August 06, 2026

Marshall & Melhorn, LLC

63 pending office actions • 17 clients • 53 examiners • 32 art units • 0 of 63 (0%) have an AI response strategy ready

Quality Metrics (n=3706 apps, methodology: how we score firms)

84.9%
Allowance Rate
n=3706
+0.50σ
Allowance Rate (norm)
n=3706
3.2
OAs to Allowance
n=2035
-0.18σ
OAs to Allow (norm)
n=2035
1002 days
Time to Allowance
n=2035
+11.2pp
Interview Lift
n=3706
23.9%
RCE Rate
n=3706
3.0%
Appeal Rate
n=3706

Rejection Performance (% of received rejections ultimately overcome)

88.9%
§101 Overcome
n=63
79.4%
§102 Overcome
n=983
80.0%
§103 Overcome
n=1352
84.0%
§112 Overcome
n=1203

Specialization & Scale

F16D, B60N, F16H
Top CPC Subclasses
17%
Top-3 CPC Share
n=3706
2
Practitioners
n=3706
1853.0
Apps / Practitioner
n=3706

Portfolio Summary

63
Total Pending OAs
29
Non-Final OAs
32
Final Rejections
2
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 27 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

16
Overdue
0
Due this week
7
Due this month
3
Due in next 60 days
1
Due later

Deadline Fire Line

Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 27 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (16)Due ≤ 30 days (7)Due ≤ 60 days (3)Due later (1)

Case Difficulty Mix

Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.

37
Hard (59%)
19
Medium (30%)
7
Easy (11%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 + other2 (3%)
§103 only16 (25%)
§102 only3 (5%)
§112 only6 (10%)
Double-patenting only1 (2%)
Multi-statute (no §101)35 (56%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

15
Life Sciences
24% of docket
1
Information Tech
2% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
33
Mechanical / Eng
52% of docket
14
Business / Other
22% of docket

Time-on-OA Estimate

Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.

630 h
Manual time on pending OAs
126 h
Time saved (low, 20%)
220 h
Time saved (mid, 35%)
5.5 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
TAYLOR II, JAMES JOSEPH 3 83.4% +26.0%
GABLER, PHILIP F 2 73.2% +24.0%
YANG, ZHEREN J 2 57.3% +52.8%
AUNG, SAN M 2 77.7% +20.4%
MCPARTLIN, SARAH BURNHAM 2 69.9% +22.1%
COLGAN, LAUREN ROBINSON 2 69.9% +16.4%
SCHWARTZ, CHRISTOPHER P 2 85.6% +6.0%
IRVIN, SHEA WOODROW 2 71.4% +0.0%
BURCH, MELODY M 2 64.3% +26.0%
ISLAM, SYED A 1 67.6% +22.6%

Quick Wins (4)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.

App #TitleExaminerDue in
18485448 PAD-HOLDING SPRING AND PAD RETURN SPRING ASSEMBLY, PAD ASSEMBLY, BRAKE CALIPER TAYLOR II, JAMES JOSEPH 19d overdue
18729939 BRAKING DEVICE TAYLOR II, JAMES JOSEPH
18715166 CALIPER AND SUPPORT ASSEMBLY, AND METHOD TAYLOR II, JAMES JOSEPH
18258847 BRAKE DISC WITH NICKEL-FREE STEEL LAYER AND MANUFACTURING METHOD SCHWARTZ, CHRISTOPHER P

Hard Cases (37)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18696414 METHOD FOR IDENTIFYING AND CHARACTERIZING, BY USING ARTIFICIAL INTELLIGENCE, NOISES GENERATED BY A VEHICLE BRAKING SYSTEM LEE, BRANDON SUNG EUN 146d overdue
18908962 PRESSURE VESSEL AND METHOD FOR FILLING IT CAHILL, JESSICA MARIE 92d overdue
18602697 FLOOR STRUCTURE SYSTEM AND METHOD OF USE LAUX, JESSICA L 42d overdue
18471342 ENERGY ABSORBING BUSHING SAHNI, VISHAL R 22d overdue
18557407 BRAKE CALIPER OF A DISC FOR A DISC BRAKE SCHWARTZ, CHRISTOPHER P 9d overdue
18001892 METHOD FOR WELDING USING A WIRE-TYPE FILLER MATERIAL AND AT LEAST ONE LASER BEAM CAMPBELL, THOR S 4d overdue
18494182 PAD AND THRUST DEVICE ASSEMBLY, BRAKE CALIPER IRVIN, SHEA WOODROW 9d
18249828 METHOD FOR PRODUCING A CERAMIC COATING ON THE SURFACE OF AN ALUMINUM ALLOY SUBSTRATE BY MEANS OF PLASMA ELECTROLYTIC OXIDATION DOWNES, NATHANAEL JASON 9d

Interview Candidates (16)

Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.

App #TitleExaminerDue in
18740591 SEAT TRIM ELEMENT AND VEHICLE SEAT MCPARTLIN, SARAH BURNHAM 88d overdue
18485448 PAD-HOLDING SPRING AND PAD RETURN SPRING ASSEMBLY, PAD ASSEMBLY, BRAKE CALIPER TAYLOR II, JAMES JOSEPH 19d overdue
18693204 SEAT COMPONENT, SEAT AND METHOD FOR PRODUCING A SEAT COMPONENT GABLER, PHILIP F 16d
18555733 SHAPED MATERIAL AND MANUFACTURING METHOD THEREOF BURCH, MELODY M 34d
19036238 SEAT, IN PARTICULAR VEHICLE SEAT ISLAM, SYED A
18976407 SEAT ELEMENT AND VEHICLE SEAT GABLER, PHILIP F
18729939 BRAKING DEVICE TAYLOR II, JAMES JOSEPH
18760798 COATED GLASS PANE YANG, ZHEREN J

Client Portfolio (17 clients)

Top Art Units

Art UnitApps
361611
17843
36322
17182
36752
37472
17812
36682
36362
39932

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19036238 SEAT, IN PARTICULAR VEHICLE SEAT Adient US LLC ISLAM, SYED A §102§103§112 Non-Final OA Pending Jan 24, 2025
19012411 OSCILLATING FRAMEWORK FOR A VEHICLE SEAT, IN PARTICULAR AN OSCILLATING SEAT AND/OR UTILITY VEHICLE SEAT, AND A VEHICLE SEAT OF THIS TYPE Adient US LLC THOMPSON, JESSICA KATHRYN §103 Non-Final OA Pending Jan 07, 2025
18875215 COATED GLASS ARTICLES Pilkington Group Limited NELSON, MICHAEL B §102§103 Non-Final OA Pending Dec 16, 2024
18976407 SEAT ELEMENT AND VEHICLE SEAT Adient US LLC GABLER, PHILIP F §102§103§112 Non-Final OA Pending Dec 11, 2024
18971267 DRIVE MODULE, LONGITUDINAL ADJUSTMENT DEVICE AND VEHICLE SEAT Adient US LLC SMITH, NKEISHA 3632 §102§112 Non-Final OA Pending Dec 06, 2024
18865778 PROCESS FOR FORMING A COATING Pilkington Group Limited TUROCY, DAVID P 1718 §102§103 Non-Final OA Pending Nov 14, 2024
18865040 PRIMARY GASKET FOR A CYLINDER ASSEMBLY, CYLINDER ASSEMBLY Brembo S.p.A. PATEL, VISHAL A 3675 §103§112 Final Rejection 33d Pending Nov 12, 2024
18861900 METHOD OF FORMING A TIN OXIDE COATING Pilkington Group Limited CHEN, BRET P 1718 §102§103§112 Non-Final OA Pending Oct 31, 2024
18908962 PRESSURE VESSEL AND METHOD FOR FILLING IT Ass-Nbg GmbH CAHILL, JESSICA MARIE 3753 §102§112 Final Rejection 92d overdue Pending Oct 08, 2024
18894079 ILLUMINATION ASSEMBLY FOR HANDHELD MEDICAL DEVICES AND INSTRUMENTS Fiagon GmbH JAMIALAHMADI, MAJID 3771 §103 Non-Final OA Pending Sep 24, 2024
18850112 METHOD OF CONTROLLING A BRAKING SYSTEM AND RELATED BRAKING SYSTEM Brembo S.p.A. PICON-FELICIANO, RUBEN 3747 §102 Final Rejection Pending Sep 24, 2024
18884217 CONNECTING ARRANGEMENT COMPRISING A PROTECTIVE ELEMENT AND VEHICLE APPARATUS Witte Automotive GmbH MILLER, WILLIAM L §102§112 Non-Final OA Pending Sep 13, 2024
18826256 CONNECTING DOME, IN PARTICULAR SCREW DOME, AND FASTENING ASSEMBLY Witte Automotive GmbH GILBERT, WILLIAM V §102§103§112 Non-Final OA Pending Sep 06, 2024
18729939 BRAKING DEVICE Brembo S.p.A. TAYLOR II, JAMES JOSEPH §103 Non-Final OA Pending Jul 18, 2024
18760798 COATED GLASS PANE Pilkington Group Limited YANG, ZHEREN J 1781 §103§112 Final Rejection Pending Jul 01, 2024
35521712 Disc brake caliper Brembo S.p.A. HSU, JERRY SHIUAN-HUA 2961 §112 Non-Final OA Pending Jun 26, 2024
18722652 SYSTEM FOR MANAGING THE ELECTRIC POWER FLOW IN BATTERY PACKS OF AN ELECTRIC OR HYBRID VEHICLE Brembo S.p.A. REINERT, JONATHAN E 3668 §112 Final Rejection 44d overdue Pending Jun 21, 2024
18722751 BRAKE DISC WITH NICKEL-FREE STEEL LAYER AND METHOD FOR MAKING A BRAKE DISC Brembo S.p.A. AUNG, SAN M §102§103 Non-Final OA Pending Jun 21, 2024
18720139 SEAT SYSTEM Adient US LLC BARFIELD, ANTHONY DERRELL 3636 §103 Non-Final OA 25d overdue Pending Jun 14, 2024
18740591 SEAT TRIM ELEMENT AND VEHICLE SEAT Adient US LLC MCPARTLIN, SARAH BURNHAM 3993 §103 Non-Final OA 88d overdue Pending Jun 12, 2024
18736631 DEVICE FOR COMPENSATING FOR TOLERANCES BETWEEN TWO COMPONENTS TO BE CONNECTED TO ONE ANOTHER Witte Automotive GmbH BYRD, EUGENE G §102§103 Non-Final OA Pending Jun 07, 2024
18715166 CALIPER AND SUPPORT ASSEMBLY, AND METHOD Brembo S.p.A. TAYLOR II, JAMES JOSEPH §112 Non-Final OA Pending May 31, 2024
18713876 RAIL, RAIL PAIR AND SEAT LONGITUDINAL ADJUSTMENT DEVICE Adient US LLC MCPARTLIN, SARAH BURNHAM 3993 §112 Non-Final OA Pending May 28, 2024
18709836 A FIRE-RESISTANT GLAZING Pilkington Group Limited COLGAN, LAUREN ROBINSON 1784 §103 Final Rejection Pending May 14, 2024
18699991 FIRE-RESISTANT GLAZING Pilkington Group Limited COLGAN, LAUREN ROBINSON 1784 §102§103§112 Non-Final OA Pending Apr 10, 2024
18696414 METHOD FOR IDENTIFYING AND CHARACTERIZING, BY USING ARTIFICIAL INTELLIGENCE, NOISES GENERATED BY A VEHICLE BRAKING SYSTEM Brembo S.p.A. LEE, BRANDON SUNG EUN 3668 §101§103§112 Final Rejection 146d overdue Pending Mar 28, 2024
18695931 METHOD FOR CONTROLLING THE DISTRIBUTION OF BRAKING FORCES IN A BRAKING SYSTEM OF A VEHICLE TO REDUCE OR ELIMINATE NOISE AND/OR VIBRATIONS GENERATED IN THE SYSTEM Brembo S.p.A. CAMPBELL, JOSHUA A 3747 §103 Final Rejection Pending Mar 27, 2024
18693204 SEAT COMPONENT, SEAT AND METHOD FOR PRODUCING A SEAT COMPONENT Adient US LLC GABLER, PHILIP F 3636 §102§103§112 Final Rejection 16d Pending Mar 19, 2024
18602697 FLOOR STRUCTURE SYSTEM AND METHOD OF USE Bil-Jax, Inc. LAUX, JESSICA L 3635 §102§103Other Non-Final OA 42d overdue Pending Mar 12, 2024
18582726 HANDLE MODULE, IN PARTICULAR EXTERIOR HANDLE MODULE Witte Automotive GmbH MILLS, CHRISTINE M 3675 §103 Final Rejection 44d overdue Pending Feb 21, 2024
18681107 PREDEFINING A PERMISSIBLE MAXIMUM SPEED OF A ROBOTIC DEVICE Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. CHAD, ANISS 3662 §101§103 Final Rejection Pending Feb 05, 2024
18572911 FIRE-RESISTANT GLAZING Pilkington Group Limited SWIER, WAYNE K. 1748 §103§112 Final Rejection Pending Dec 21, 2023
18570115 METHOD FOR THE ADDITIVE MANUFACTURE OF COMPONENTS, IN WHICH A COMPONENT IS PRODUCED BY DEPOSITING AT LEAST ONE MATERIAL IN THE FORM OF DROPLETS Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. KENNEDY, TIMOTHY J 1743 §102§103 Final Rejection 29d Pending Dec 14, 2023
18566722 METHOD FOR PRODUCING AN ACTUATING LEVER FOR A LONGITUDINAL ADJUSTER, AND ACTUATING LEVER, LONGITUDINAL ADJUSTER, AND VEHICLE SEAT Adient US LLC DUCKWORTH, BRADLEY 3632 §102§112 Final Rejection Pending Dec 04, 2023
18525050 Sensor Carrier Intersect Ent International GmbH NGUYEN, HIEN NGOC 3797 §103Other Final Rejection 70d overdue Pending Nov 30, 2023
18522650 METHOD OF SHAPING A GLASS SHEET AND BENDING TOOL UTILIZED THEREIN Pilkington Group Limited FRANKLIN, JODI COHEN 1741 §103 Final Rejection 5d overdue Pending Nov 29, 2023
18506176 APPARATUS AND METHOD FOR PURIFYING A PROCESS GAS CONTAINING AT LEAST ONE POLLUTANT GAS Ebara Precision Machinery Europe GmbH PEREZ, JELITZA M 1736 §102§103 Non-Final OA Pending Nov 10, 2023
18557407 BRAKE CALIPER OF A DISC FOR A DISC BRAKE Brembo S.p.A. SCHWARTZ, CHRISTOPHER P 3616 §103§112 Non-Final OA 9d overdue Pending Oct 26, 2023
18494182 PAD AND THRUST DEVICE ASSEMBLY, BRAKE CALIPER Brembo S.p.A. IRVIN, SHEA WOODROW 3616 §103§112 Non-Final OA 9d Pending Oct 25, 2023
18555733 SHAPED MATERIAL AND MANUFACTURING METHOD THEREOF Brembo S.p.A. BURCH, MELODY M 3616 §102§103§112 Non-Final OA 34d Pending Oct 17, 2023
18485448 PAD-HOLDING SPRING AND PAD RETURN SPRING ASSEMBLY, PAD ASSEMBLY, BRAKE CALIPER Brembo S.p.A. TAYLOR II, JAMES JOSEPH 3655 §102 Final Rejection 19d overdue Pending Oct 12, 2023
18484788 PAD-HOLDING SPRING AND PAD RETURN SPRING ASSEMBLY, PAD ASSEMBLY, BRAKE CALIPER Brembo S.p.A. IRVIN, SHEA WOODROW 3616 §102§103§112Other Final Rejection Pending Oct 11, 2023
18553998 METHOD FOR PRODUCING OPEN-POROUS BONE IMPLANTS MADE FROM FIBERS, WITH FREELY ACCESSIBLE GUIDE STRUCTURES MADE FROM FIBERS, WHICH ARE FORMED FROM A BIOCOMPATIBLE METAL OR METAL ALLOY Matthias Rüger SMITH, CATHERINE P 1735 §103§112 Final Rejection Pending Oct 05, 2023
18471342 ENERGY ABSORBING BUSHING Adient US LLC SAHNI, VISHAL R 3616 §102§103 Non-Final OA 22d overdue Pending Sep 21, 2023
35522392 Insulated glazing unit connector Technoform Glass Insulation Holding GmbH BENNETT, KAYLA MARIE 2924 §112 Non-Final OA 56d Pending Sep 19, 2023
18463656 COVERING PLATE AND BRAKE CALIPER BODY ASSEMBLY WITH A COVERING PLATE Brembo S.p.A. IRVIN, THOMAS W 3616 §102 Final Rejection Pending Sep 08, 2023
18241454 PRESSURE CONTAINER Jahn GmbH Umform- Und Zerspanungstechnik BALDRIGHI, ERIC C 3733 §103 Final Rejection 83d Pending Sep 01, 2023
18547174 METHOD FOR MAKING A BRAKING BAND OF A BRAKE DISC, METHOD FOR MAKING THE BRAKE DISC, BRAKE DISC, AND BRAKING BAND FOR BRAKE DISC Enea, Agenzia Nazionale Per Le Nuove Tecnologie L’Energia E Lo Sviluppo Economico Sostenible WILLIAMS, THOMAS J 3616 §103Other Final Rejection Pending Aug 21, 2023
18261287 BAND SPRING AND BAND SPRING AND BRAKE PAD ASSEMBLY Brembo S.p.A. BURCH, MELODY M 3616 §102§112 Final Rejection Pending Jul 13, 2023
18258847 BRAKE DISC WITH NICKEL-FREE STEEL LAYER AND MANUFACTURING METHOD Brembo S.p.A. SCHWARTZ, CHRISTOPHER P 3616 §112 Non-Final OA Pending Jun 22, 2023
18267810 STENTS FOR USE IN THE INTERVENTIONAL TREATMENT OF VASCULAR DISORDERS AND VASCULAR SURGERY Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. BARIA, DINAH N 3774 §103§112 Final Rejection 12d Pending Jun 16, 2023
18320245 Vehicle Having a Flap Unit for an Opening on the Vehicle Witte Automotive GmbH COLILLA, DANIEL JAMES 3612 §103 Final Rejection Pending May 19, 2023
18252415 PARKING-BRAKING ASSEMBLY AND METHOD Brembo S.p.A. AUNG, SAN M 3616 §102§103 Final Rejection Pending May 10, 2023
18250233 COATED GLAZING Pilkington Group Limited HORGER, KIM S. 1784 §103§112 Final Rejection 14d Pending Apr 24, 2023
18249828 METHOD FOR PRODUCING A CERAMIC COATING ON THE SURFACE OF AN ALUMINUM ALLOY SUBSTRATE BY MEANS OF PLASMA ELECTROLYTIC OXIDATION Brembo S.p.A. DOWNES, NATHANAEL JASON 1794 §103§112 Non-Final OA 9d Pending Apr 20, 2023
18193296 BEVERAGE CARBONATOR Jahn GmbH Umform- Und Zerspanungstechnik ABRAHAM, IBRAHIME A 3761 §102§103§112 Final Rejection Pending Mar 30, 2023
18246867 LAMINATED GLAZING Pilkington Group Limited YANG, ZHEREN J 1781 DP Non-Final OA Pending Mar 28, 2023
18245625 METHOD AND APPARATUS FOR PROLONGING CONTINUOUS OPERATION PERIOD OF METHANOL-TO-OLEFINS WATER WASHING PROCESS Sinopec Guangzhou Engineering Co., Ltd. HUANG, RYAN 1777 §103 Non-Final OA 23d overdue Pending Mar 16, 2023
18006157 METHOD FOR DETECTING DIRT ACCUMULATED ON AN OPTICAL SENSOR ARRANGEMENT Mercedes-Benz Group AG WIGGER, BENJAMIN DAVID 3645 §102§112 Final Rejection Pending Jan 20, 2023
18001892 METHOD FOR WELDING USING A WIRE-TYPE FILLER MATERIAL AND AT LEAST ONE LASER BEAM Kjellberg-Stiftung CAMPBELL, THOR S 3761 §102§103 Final Rejection 4d overdue Pending Dec 15, 2022
17757718 BRAKING SYSTEM FOR VEHICLES WITH COLLAPSIBLE ACTUATION PEDAL AND METHOD OF ACTUATION OF A BRAKING SYSTEM IN THE EVENT OF AN IMPACT Brembo S.p.A. KING, BRADLEY T 3616 §102§103§112 Final Rejection 28d Pending Jun 20, 2022
17702309 REGISTRATION METHOD AND SETUP Intersect Ent International GmbH ANDERSON II, JAMES M 2425 §103 Final Rejection 126d overdue Pending Mar 23, 2022
17050502 COATED SUBSTRATE AND PROCESS OF PREPARATION Pilkington Group Limited KESSLER JR, THOMAS JOSEPH 1782 §103 Non-Final OA 30d overdue Pending Oct 26, 2020

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